Ye, Shaokai, Kaidi Xu, Sijia Liu, Hao Cheng, Jan-Henrik Lambrechts, Huan Zhang, Aojun Zhou, Kaisheng Ma, Yanzhi Wang, and Xue Lin. Second Rethinking of Network Pruning in the Adversarial Setting. , arXiv preprint arXiv:1903.12561.
Ma, Xiaolong, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang, Kaisheng Ma, Bin Ren, and Yanzhi Wang. Pconv: The missing but desirable sparsity in dnn weight pruning for real-time execution on mobile devices. , AAAI 2020.
Xiang, Lei, Hang Dong, Fei Wang, Yu Guo, and Kaisheng Ma. Gated Contiguous Memory U-Net for Single Image Dehazing. , International Conference on Neural Information Processing.
Zhang, Linfeng, Zhanhong Tan, Jiebo Song, Jingwei Chen, Chenglong Bao, and Kaisheng Ma.. SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models. , NeurIPS 2019.
Ma, Kaisheng, Shuangchen Li, Vijaykrishnan Narayanan, and Yuan Xie. Nonvolatile Processor Architecture Exploration for Energy-Harvesting Application Scenarios. , Embedded, Cyber-Physical, and IoT Systems, Springer, Cham.
Li, Xueqing; Wu, Juejian; Ni, Kai; George, Sumitha; Ma, Kaisheng; Sampson, John; Gupta, Sumeet Kumar; Liu, Yongpan; Yang, Huazhong; Datta, Suman; Narayanan, Vijaykrishnan. Design of 2T/Cell and 3T/Cell Nonvolatile Memories with Emerging Ferroelectric FETs. , IEEE DESIGN & TEST.
Zhongfan Jia, Chenglong Bao, Kaisheng Ma. Exploring Frequency Domain Interpretation of Convolutional Neural Networks. .
Linfeng Zhang, Jiebo Song, Anni Gao, Jingwei Chen, Chenglong Bao, Kaisheng Ma. Be Your Own Teachers: Improve the Performance of Convolutional Neural Networks via Self Distillation. ICCV2019.
Linfeng Zhang, Zhanhong Tan, Jiebo Song, Jingwei Chen, Chenglong Bao, Kaisheng Ma. A Scalable Neural Networks Framework Towards Compact and Efficient Models. NeurIPS2019.
Lin, Sheng, Xiaolong Ma, Shaokai Ye, Geng Yuan, Kaisheng Ma, and Yanzhi Wang. Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM. , rXiv preprint arXiv:1905.00789.
Shaokai Ye, Kailu Wu, Yunfei Yang, Sia Huat Tan, Kaisheng Ma. Light-weight Calibrator: A separable component for unsupervised domain adataption. .
Yuan Deng, Weiran Shen, Pingzhong Tang. Coalitional Permutation Manipulations in the Gale-Shapley Algorithm. , AAMAS 2018.
Qingpeng Cai, Pingzhong Tang, Yulong Zeng. Ranking mechanism design for price-setting agents in e-commerce. , AAMAS, 2018.
Dingli Yu, Pingzhong Tang. Balanced outcomes in wage bargaining. , AAMAS, 2018.
Qingpeng Cai, Aris-Filos Ratzikas, Pingzhong Tang, Yiwei Zhang. Reinforcement mechanism design for e-commerce. , WWW-2018. April, Lyon, France.
Qingpeng Cai, Aris-Filos Ratzikas, Pingzhong Tang. Reinforcement mechanism design for fraudulent behavior in e-commerce. , AAAI-2018. February. 2018. New Orleans.
Yuan Deng, Weiran Shen, Pingzhong Tang. Coalition manipulations of the Gale-Shapley algorithm. , AAAI-2018. February 2018. New Orleans.
Qi-An Fu and Wenfei Wu. Tus: A transactional update service for sdn applications. , APSys 2018.